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performed webp conversion
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braindotai committed Dec 12, 2020
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# Watermark Removal using Deep Image Priors with Pytorch

<img src='final_outputs.png' atl="Final Results" style="floar: center; border-radius: 6px;">
<img src='final_outputs.webp' atl="Final Results" style="floar: center; border-radius: 6px;">

## __This is the implementation of paper [Deep Image Prior](https://dmitryulyanov.github.io/deep_image_prior), all credit goes its authors.__

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### Experiment 0

![Experiment result](outputs/watermark-unavailable/output0.png)
![Experiment result](outputs/watermark-unavailable/output0.webp)

### Experiment 1

![Experiment result](outputs/watermark-unavailable/output1.png)
![Experiment result](outputs/watermark-unavailable/output1.webp)

### Experiment 2

![Experiment result](outputs/watermark-unavailable/output2.png)
![Experiment result](outputs/watermark-unavailable/output2.webp)

### Experiment 3

![Experiment result](outputs/watermark-unavailable/output3.png)
![Experiment result](outputs/watermark-unavailable/output3.webp)

### Experiment 4

![Experiment result](outputs/watermark-unavailable/output4.png)
![Experiment result](outputs/watermark-unavailable/output4.webp)

### Experiment 5

![Experiment result](outputs/watermark-unavailable/output5.png)
![Experiment result](outputs/watermark-unavailable/output5.webp)

### Experiment 6

![Experiment result](outputs/watermark-unavailable/output6.png)
![Experiment result](outputs/watermark-unavailable/output6.webp)

As I said earlier, the outputs are highly realistic with almost unnoticeable artefacts.

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